| has subtopic | Data management (DAMA-DMBOK2) |
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| related topic | Data warehousing and business intelligence |
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| related topic | dw-bi skill (SKILL.md) |
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| related topic | Stage 1 — BI requirements |
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| related topic | Stage 2 — Metric and KPI definitions |
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| related topic | Stage 3 — Bus matrix and data products |
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| related topic | Stage 4 — Population and reconciliation |
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| related topic | Stage 5 — Report and dashboard specification |
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| related topic | DW/BI file schemas |
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| related topic | BI requirements anomaly checklist |
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| related topic | Metric definitions anomaly checklist |
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| related topic | Bus matrix and data products anomaly checklist |
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| related topic | Population and reconciliation anomaly checklist |
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| related topic | Report specification anomaly checklist |
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| related topic | States BI requirements as decisions and questions the sources can serve |
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| related topic | Defines each KPI once, precisely enough to compute, and explains two values of it in numbers |
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| related topic | Integrates processes through dimensions conformed by grain and key |
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| related topic | Proves each load complete and reconciles to the ledger where differences cannot hide |
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| related topic | Specifies reports that show catalogue metrics honestly, dated, and only to entitled audiences |
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| related topic | Bank bus matrix - two Customer dimensions and a process with no fact (bus matrix anomaly skills) |
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| related topic | Payments joins the bus - an Account keyed by IBAN, a file fee on payment rows and a load that does not balance (conformance, grain, load control and GL reconciliation knowledge) |
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| related topic | DAMA-DMBOK2 data warehousing and BI: general knowledge no stage test reaches (CDMP-style question) |
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| related topic | KPI catalogue review before the Q3 board pack - balances added over months, a quarterly margin shown as annual, a pooled rate the board wants averaged (metric precision, additivity, annualisation, conversion) |
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| related topic | Two NPL ratios for one quarter - explain the difference in numbers (metric definition anomaly skills) |
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| related topic | Deposits mart month-end - a reconciliation that passes because two errors cancel (population anomaly skills) |
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| related topic | Retail lending dashboard - a 2% change drawn as a cliff, and borrowers' names for the branch network (report specification anomaly skills) |
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| related topic | Retail lending BI requests - decisions, not charts (BI requirements anomaly skills) |
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| related topic | Deposit franchise dashboard - weekly market rates wanted daily, a 2% rise drawn 48 times too big, next month's rate plan shown to branches (BI requirements and report specification knowledge) |
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| related topic | Tests of the dw-bi skill |
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